(IV). Fully Connected layer: In this layer each neuron is fully connected to other neurons of the other layer, hence the name Fully Connected (FC) layer. It is located at the end of the CNN architecture and it forms the last few layers in the network. The final pooling layer that is flattened is the input to the FC layer. Flattening is a process in which a matrix is unrolled at its values to form a vector[1]}.
